# data manipulation libraries
import pandas as pd
import numpy as np
# data visualization
import matplotlib.pyplot as plt
import seaborn as sns
# importing z-score for scaling the data
from sklearn.preprocessing import StandardScaler
# importing method to split and train out data
from sklearn.model_selection import train_test_split
# algorithms to use
from sklearn.tree import DecisionTreeRegressor
from sklearn.ensemble import RandomForestRegressor
from sklearn.linear_model import LogisticRegression
from sklearn.neighbors import KNeighborsClassifier
# importing libraries for metrics evaluation
from sklearn.metrics import confusion_matrix, classification_report, precision_recall_curve
# library for tuning the model
from sklearn.model_selection import GridSearchCV
pd.set_option('display.max_rows', None)
# to ignore the warnigns
import warnings
warnings.filterwarnings('ignore')
df_train = pd.read_csv('train.csv')
df_test = pd.read_csv('test.csv')
# first 5 observations of the train data
df_train.head()
| Id | MSSubClass | MSZoning | LotFrontage | LotArea | Street | Alley | LotShape | LandContour | Utilities | ... | PoolArea | PoolQC | Fence | MiscFeature | MiscVal | MoSold | YrSold | SaleType | SaleCondition | SalePrice | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 60 | RL | 65.0 | 8450 | Pave | NaN | Reg | Lvl | AllPub | ... | 0 | NaN | NaN | NaN | 0 | 2 | 2008 | WD | Normal | 208500 |
| 1 | 2 | 20 | RL | 80.0 | 9600 | Pave | NaN | Reg | Lvl | AllPub | ... | 0 | NaN | NaN | NaN | 0 | 5 | 2007 | WD | Normal | 181500 |
| 2 | 3 | 60 | RL | 68.0 | 11250 | Pave | NaN | IR1 | Lvl | AllPub | ... | 0 | NaN | NaN | NaN | 0 | 9 | 2008 | WD | Normal | 223500 |
| 3 | 4 | 70 | RL | 60.0 | 9550 | Pave | NaN | IR1 | Lvl | AllPub | ... | 0 | NaN | NaN | NaN | 0 | 2 | 2006 | WD | Abnorml | 140000 |
| 4 | 5 | 60 | RL | 84.0 | 14260 | Pave | NaN | IR1 | Lvl | AllPub | ... | 0 | NaN | NaN | NaN | 0 | 12 | 2008 | WD | Normal | 250000 |
5 rows × 81 columns
# first 5 observations of the test data
df_test.head()
| Id | MSSubClass | MSZoning | LotFrontage | LotArea | Street | Alley | LotShape | LandContour | Utilities | ... | ScreenPorch | PoolArea | PoolQC | Fence | MiscFeature | MiscVal | MoSold | YrSold | SaleType | SaleCondition | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1461 | 20 | RH | 80.0 | 11622 | Pave | NaN | Reg | Lvl | AllPub | ... | 120 | 0 | NaN | MnPrv | NaN | 0 | 6 | 2010 | WD | Normal |
| 1 | 1462 | 20 | RL | 81.0 | 14267 | Pave | NaN | IR1 | Lvl | AllPub | ... | 0 | 0 | NaN | NaN | Gar2 | 12500 | 6 | 2010 | WD | Normal |
| 2 | 1463 | 60 | RL | 74.0 | 13830 | Pave | NaN | IR1 | Lvl | AllPub | ... | 0 | 0 | NaN | MnPrv | NaN | 0 | 3 | 2010 | WD | Normal |
| 3 | 1464 | 60 | RL | 78.0 | 9978 | Pave | NaN | IR1 | Lvl | AllPub | ... | 0 | 0 | NaN | NaN | NaN | 0 | 6 | 2010 | WD | Normal |
| 4 | 1465 | 120 | RL | 43.0 | 5005 | Pave | NaN | IR1 | HLS | AllPub | ... | 144 | 0 | NaN | NaN | NaN | 0 | 1 | 2010 | WD | Normal |
5 rows × 80 columns
SHAPE OF BOTH DATASETS
# train dataset shape
print(df_train.shape)
# test dataset shape
print(df_test.shape)
(1460, 81) (1459, 80)
Observations:
SalePrice.Checking information on the train dataset
df_train.info()
<class 'pandas.core.frame.DataFrame'> RangeIndex: 1460 entries, 0 to 1459 Data columns (total 81 columns): # Column Non-Null Count Dtype --- ------ -------------- ----- 0 Id 1460 non-null int64 1 MSSubClass 1460 non-null int64 2 MSZoning 1460 non-null object 3 LotFrontage 1201 non-null float64 4 LotArea 1460 non-null int64 5 Street 1460 non-null object 6 Alley 91 non-null object 7 LotShape 1460 non-null object 8 LandContour 1460 non-null object 9 Utilities 1460 non-null object 10 LotConfig 1460 non-null object 11 LandSlope 1460 non-null object 12 Neighborhood 1460 non-null object 13 Condition1 1460 non-null object 14 Condition2 1460 non-null object 15 BldgType 1460 non-null object 16 HouseStyle 1460 non-null object 17 OverallQual 1460 non-null int64 18 OverallCond 1460 non-null int64 19 YearBuilt 1460 non-null int64 20 YearRemodAdd 1460 non-null int64 21 RoofStyle 1460 non-null object 22 RoofMatl 1460 non-null object 23 Exterior1st 1460 non-null object 24 Exterior2nd 1460 non-null object 25 MasVnrType 1452 non-null object 26 MasVnrArea 1452 non-null float64 27 ExterQual 1460 non-null object 28 ExterCond 1460 non-null object 29 Foundation 1460 non-null object 30 BsmtQual 1423 non-null object 31 BsmtCond 1423 non-null object 32 BsmtExposure 1422 non-null object 33 BsmtFinType1 1423 non-null object 34 BsmtFinSF1 1460 non-null int64 35 BsmtFinType2 1422 non-null object 36 BsmtFinSF2 1460 non-null int64 37 BsmtUnfSF 1460 non-null int64 38 TotalBsmtSF 1460 non-null int64 39 Heating 1460 non-null object 40 HeatingQC 1460 non-null object 41 CentralAir 1460 non-null object 42 Electrical 1459 non-null object 43 1stFlrSF 1460 non-null int64 44 2ndFlrSF 1460 non-null int64 45 LowQualFinSF 1460 non-null int64 46 GrLivArea 1460 non-null int64 47 BsmtFullBath 1460 non-null int64 48 BsmtHalfBath 1460 non-null int64 49 FullBath 1460 non-null int64 50 HalfBath 1460 non-null int64 51 BedroomAbvGr 1460 non-null int64 52 KitchenAbvGr 1460 non-null int64 53 KitchenQual 1460 non-null object 54 TotRmsAbvGrd 1460 non-null int64 55 Functional 1460 non-null object 56 Fireplaces 1460 non-null int64 57 FireplaceQu 770 non-null object 58 GarageType 1379 non-null object 59 GarageYrBlt 1379 non-null float64 60 GarageFinish 1379 non-null object 61 GarageCars 1460 non-null int64 62 GarageArea 1460 non-null int64 63 GarageQual 1379 non-null object 64 GarageCond 1379 non-null object 65 PavedDrive 1460 non-null object 66 WoodDeckSF 1460 non-null int64 67 OpenPorchSF 1460 non-null int64 68 EnclosedPorch 1460 non-null int64 69 3SsnPorch 1460 non-null int64 70 ScreenPorch 1460 non-null int64 71 PoolArea 1460 non-null int64 72 PoolQC 7 non-null object 73 Fence 281 non-null object 74 MiscFeature 54 non-null object 75 MiscVal 1460 non-null int64 76 MoSold 1460 non-null int64 77 YrSold 1460 non-null int64 78 SaleType 1460 non-null object 79 SaleCondition 1460 non-null object 80 SalePrice 1460 non-null int64 dtypes: float64(3), int64(35), object(43) memory usage: 924.0+ KB
Observations:
1460 observations and 80 different features (columns)missing values in 16 out of the 80 columns.Checking the percentage of missing data in each column
missing_val = []
values = []
for col in df_train.columns:
if (df_train[col].isnull().sum()/df_train[col].shape[0]) != 0:
missing_val.append(col)
values.append((df_train[col].isnull().sum()/df_train[col].shape[0])*100)
else:
continue
missing_values = pd.DataFrame({'column': missing_val, 'values':values})
missing_values
| column | values | |
|---|---|---|
| 0 | LotFrontage | 17.739726 |
| 1 | Alley | 93.767123 |
| 2 | MasVnrType | 0.547945 |
| 3 | MasVnrArea | 0.547945 |
| 4 | BsmtQual | 2.534247 |
| 5 | BsmtCond | 2.534247 |
| 6 | BsmtExposure | 2.602740 |
| 7 | BsmtFinType1 | 2.534247 |
| 8 | BsmtFinType2 | 2.602740 |
| 9 | Electrical | 0.068493 |
| 10 | FireplaceQu | 47.260274 |
| 11 | GarageType | 5.547945 |
| 12 | GarageYrBlt | 5.547945 |
| 13 | GarageFinish | 5.547945 |
| 14 | GarageQual | 5.547945 |
| 15 | GarageCond | 5.547945 |
| 16 | PoolQC | 99.520548 |
| 17 | Fence | 80.753425 |
| 18 | MiscFeature | 96.301370 |
Observations:
PoolQC with 99% of missing data, MiscFeature with 96%, alley with 93, Fence with 80%, and FireplaceQu with 47%test_missing_val = []
test_values = []
for col in df_test.columns:
if (df_test[col].isnull().sum()/df_test[col].shape[0]) != 0:
test_missing_val.append(col)
test_values.append((df_test[col].isnull().sum()/df_test[col].shape[0])*100)
else:
continue
test_missing_values = pd.DataFrame({'column': test_missing_val, 'values':test_values})
test_missing_values
| column | values | |
|---|---|---|
| 0 | MSZoning | 0.274160 |
| 1 | LotFrontage | 15.558602 |
| 2 | Alley | 92.666210 |
| 3 | Utilities | 0.137080 |
| 4 | Exterior1st | 0.068540 |
| 5 | Exterior2nd | 0.068540 |
| 6 | MasVnrType | 1.096642 |
| 7 | MasVnrArea | 1.028101 |
| 8 | BsmtQual | 3.015764 |
| 9 | BsmtCond | 3.084304 |
| 10 | BsmtExposure | 3.015764 |
| 11 | BsmtFinType1 | 2.878684 |
| 12 | BsmtFinSF1 | 0.068540 |
| 13 | BsmtFinType2 | 2.878684 |
| 14 | BsmtFinSF2 | 0.068540 |
| 15 | BsmtUnfSF | 0.068540 |
| 16 | TotalBsmtSF | 0.068540 |
| 17 | BsmtFullBath | 0.137080 |
| 18 | BsmtHalfBath | 0.137080 |
| 19 | KitchenQual | 0.068540 |
| 20 | Functional | 0.137080 |
| 21 | FireplaceQu | 50.034270 |
| 22 | GarageType | 5.209047 |
| 23 | GarageYrBlt | 5.346127 |
| 24 | GarageFinish | 5.346127 |
| 25 | GarageCars | 0.068540 |
| 26 | GarageArea | 0.068540 |
| 27 | GarageQual | 5.346127 |
| 28 | GarageCond | 5.346127 |
| 29 | PoolQC | 99.794380 |
| 30 | Fence | 80.123372 |
| 31 | MiscFeature | 96.504455 |
| 32 | SaleType | 0.068540 |
Making a copy of both dataset before restructuring them
# creating copy of the train dataset
df_train_copy = df_train.copy
# creating copy of the test dataset
df_test_copy = df_test.copy
After carefully reviewing the features that each dataset posses, I decided to drop some of the columns that dont have missing values but that are not necessary because their condition is already described by another feature
# dropping train data columns
df_train.drop(columns = ['Id', 'LotFrontage', 'Alley', 'FireplaceQu', 'PoolQC', 'Fence', 'MiscFeature',
'LotShape', 'LotConfig', 'Condition2', 'RoofStyle', 'RoofMatl', 'Exterior1st',
'Exterior2nd', 'MasVnrType', 'MasVnrArea', 'BsmtExposure', 'BsmtFinType1',
'BsmtFinSF1', 'BsmtFinType2', 'BsmtFinSF2', 'BsmtUnfSF', 'TotalBsmtSF', '1stFlrSF',
'2ndFlrSF', 'BsmtFullBath', 'BsmtHalfBath', 'TotRmsAbvGrd', 'GarageYrBlt', 'GarageFinish',
'GarageArea', 'GarageCond'], inplace = True)
# droppigng test data columns
df_test.drop(columns = ['LotFrontage', 'Alley', 'FireplaceQu', 'PoolQC', 'Fence', 'MiscFeature',
'LotShape', 'LotConfig', 'Condition2', 'RoofStyle', 'RoofMatl', 'Exterior1st',
'Exterior2nd', 'MasVnrType', 'MasVnrArea', 'BsmtExposure', 'BsmtFinType1',
'BsmtFinSF1', 'BsmtFinType2', 'BsmtFinSF2', 'BsmtUnfSF', 'TotalBsmtSF', '1stFlrSF',
'2ndFlrSF', 'BsmtFullBath', 'BsmtHalfBath', 'TotRmsAbvGrd', 'GarageYrBlt', 'GarageFinish',
'GarageArea', 'GarageCond'], inplace = True)
print('train data new shape:',df_train.shape)
print('test data new shape:', df_test.shape)
train data new shape: (1460, 49) test data new shape: (1459, 49)
Dropping the rows with Nan values
# dropping null values in the train dataset (by default the axis is set to 0 so we are not going to specify it)
df_train.dropna(inplace = True)
# dropping null values in the test dataset (by default the axis is set to 0 so we are not going to specify it)
df_test.dropna(inplace = True)
# printing the new shape to check how many observations were dropped
print('train data new shape:', df_train.shape)
print('test data new shape:', df_test.shape)
train data new shape: (1348, 49) test data new shape: (1336, 49)
Observations:: We have removed all the missing data from our datasets, now we are going to check if every element on each features of our dataset is the same in both test and train data.
for colum in list(df_train.select_dtypes('object')):
for unique_val in df_train[colum].unique():
if unique_val not in df_test[colum].unique():
print('column name:', colum)
print(unique_val)
else:
continue
print('**'*15)
for colum in list(df_test.select_dtypes('object')):
for unique_val in df_test[colum].unique():
if unique_val not in df_train[colum].unique():
print('column name:', colum)
print(unique_val)
else:
continue
column name: Utilities NoSeWa column name: HouseStyle 2.5Fin column name: Heating Grav column name: Heating OthW column name: Electrical Mix column name: Functional Sev column name: GarageQual Ex ****************************** column name: ExterCond Po
drop_dict = {'Utilities':'NoSeWa', 'HouseStyle':'2.5Fin',
'Electrical':'Mix', 'Functional':'Sev', 'GarageQual':'Ex'}
# dropping values from train data
for key in drop_dict.keys():
df_train.drop(df_train[df_train[key] == drop_dict[key]].index, inplace = True)
df_train.drop(df_train[df_train['Heating'] == 'Grav'].index, inplace = True)
df_train.drop(df_train[df_train['Heating'] == 'OthW'].index, inplace = True)
# dropping values from test data
df_test.drop(df_test[df_test['ExterCond'] == 'Po'].index, inplace=True)
df_test.drop(df_test[df_test['BsmtCond'] == 'Po'].index, inplace=True)
# creating ID columns from the test data to compare later
id_col = df_test['Id']
# dropping the ID columsn from the test data
df_test.drop(columns = 'Id', inplace = True)
print('final shape of train data: ', df_train.shape)
print('final shape of test data: ', df_test.shape)
final shape of train data: (1333, 49) final shape of test data: (1334, 48)
DATA DESCRIPTION
df_train.describe().T
| count | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|
| MSSubClass | 1333.0 | 55.982746 | 41.198839 | 20.0 | 20.0 | 50.0 | 70.0 | 190.0 |
| LotArea | 1333.0 | 10701.678920 | 10363.257456 | 1300.0 | 7742.0 | 9600.0 | 11717.0 | 215245.0 |
| OverallQual | 1333.0 | 6.231808 | 1.324682 | 2.0 | 5.0 | 6.0 | 7.0 | 10.0 |
| OverallCond | 1333.0 | 5.589647 | 1.064206 | 2.0 | 5.0 | 5.0 | 6.0 | 9.0 |
| YearBuilt | 1333.0 | 1973.744186 | 29.221323 | 1880.0 | 1957.0 | 1976.0 | 2002.0 | 2010.0 |
| YearRemodAdd | 1333.0 | 1985.996999 | 20.193173 | 1950.0 | 1969.0 | 1995.0 | 2004.0 | 2010.0 |
| LowQualFinSF | 1333.0 | 2.546887 | 29.906339 | 0.0 | 0.0 | 0.0 | 0.0 | 528.0 |
| GrLivArea | 1333.0 | 1535.246812 | 511.363360 | 438.0 | 1166.0 | 1482.0 | 1788.0 | 5642.0 |
| FullBath | 1333.0 | 1.579895 | 0.547134 | 0.0 | 1.0 | 2.0 | 2.0 | 3.0 |
| HalfBath | 1333.0 | 0.405101 | 0.504667 | 0.0 | 0.0 | 0.0 | 1.0 | 2.0 |
| BedroomAbvGr | 1333.0 | 2.862716 | 0.773955 | 0.0 | 2.0 | 3.0 | 3.0 | 6.0 |
| KitchenAbvGr | 1333.0 | 1.030758 | 0.177018 | 1.0 | 1.0 | 1.0 | 1.0 | 3.0 |
| Fireplaces | 1333.0 | 0.648162 | 0.646072 | 0.0 | 0.0 | 1.0 | 1.0 | 3.0 |
| GarageCars | 1333.0 | 1.876969 | 0.631875 | 1.0 | 1.0 | 2.0 | 2.0 | 4.0 |
| WoodDeckSF | 1333.0 | 99.395349 | 127.284218 | 0.0 | 0.0 | 12.0 | 175.0 | 857.0 |
| OpenPorchSF | 1333.0 | 47.826707 | 65.151435 | 0.0 | 0.0 | 28.0 | 70.0 | 547.0 |
| EnclosedPorch | 1333.0 | 21.215304 | 60.744513 | 0.0 | 0.0 | 0.0 | 0.0 | 552.0 |
| 3SsnPorch | 1333.0 | 3.599400 | 30.280496 | 0.0 | 0.0 | 0.0 | 0.0 | 508.0 |
| ScreenPorch | 1333.0 | 15.983496 | 56.834090 | 0.0 | 0.0 | 0.0 | 0.0 | 480.0 |
| PoolArea | 1333.0 | 3.021755 | 42.039614 | 0.0 | 0.0 | 0.0 | 0.0 | 738.0 |
| MiscVal | 1333.0 | 42.756189 | 508.881236 | 0.0 | 0.0 | 0.0 | 0.0 | 15500.0 |
| MoSold | 1333.0 | 6.337584 | 2.705251 | 1.0 | 5.0 | 6.0 | 8.0 | 12.0 |
| YrSold | 1333.0 | 2007.804201 | 1.332178 | 2006.0 | 2007.0 | 2008.0 | 2009.0 | 2010.0 |
| SalePrice | 1333.0 | 187390.201800 | 78756.208787 | 35311.0 | 135000.0 | 170000.0 | 220000.0 | 755000.0 |
Observations:
overall materials and finish of the houses is above average.overall condition of the houses is Average.oldest houses were built in 1880 and the most recent in 2010.remodelated between the years 1950 and 1995.2 full bathdrooms above ground.one fire place.garage capacity.month the majority of the houses were sold was between May and June.cat_features = list(df_train.select_dtypes('object'))
for i in cat_features:
plt.figure(figsize = (15,5))
sns.countplot(x = i, data = df_train)
plt.show()
Observations:
Residential low density followed by the median densityroad are paved.pavedcontour of the houses are almost flat.gentel slope.single family detached.style of the houses are mostly 1 story followed by2 story house style.average and good.average.pure concrete, and cinder block.basement condition of almost all of houses is Typical/ average.Gas and the quality is mostly excellent and the majority of the houses and in the others is either average or good.central air with the exception of a few.Standard circuit breaks and Romeo.typical/average and good.attached to the house, and the rest are dittached.quality of the garages is normalconventional and under normal conditions.for i in list(df_train.select_dtypes(['int64', 'float64'])):
fig, axe = plt.subplots()
sns.histplot(x = i, data = df_train, kde = True)
plt.show()
Observations:
May and July.SalePrice columns is righ skewed, which indicates that most of the sales prices are low.correlation = df_train.corr()
plt.figure(figsize = (15,15))
sns.heatmap(correlation, annot=True, fmt = '.2f')
plt.show()
Observations:
target Variable/SalePrice are: the OverallQuality with 78%, the GrLiveArea with 71%, the GarageCars with 64%, The number of full bath FullBath with 57% the built year YearBuilt with 52%, and the year of remodelation.Overall quality of the place is highly correlated with the square feets of living area, the year it was built, the number of full bathroom, the remodelation year and the number of cars in the garage.sns.scatterplot(x = 'GarageCars', y = 'SalePrice', data = df_train)
<AxesSubplot:xlabel='GarageCars', ylabel='SalePrice'>
observations:
sns.scatterplot(x = 'GrLivArea', y = 'SalePrice', data = df_train)
<AxesSubplot:xlabel='GrLivArea', ylabel='SalePrice'>
Observation:
sns.lineplot(x = 'YearBuilt', y = 'SalePrice', data = df_train)
<AxesSubplot:xlabel='YearBuilt', ylabel='SalePrice'>
Observation:
sns.lineplot(x = 'OverallQual', y = 'SalePrice', data = df_train)
<AxesSubplot:xlabel='OverallQual', ylabel='SalePrice'>
Observations:
quality of the house/building the greater the price.# separating the target variable from the others
X = df_train.drop(columns = 'SalePrice')
# separating the outcome variable from the others
Y = df_train['SalePrice']
# creating dummy variables for the catgorical data
X = pd.get_dummies(X, drop_first=True)
X.head()
| MSSubClass | LotArea | OverallQual | OverallCond | YearBuilt | YearRemodAdd | LowQualFinSF | GrLivArea | FullBath | HalfBath | ... | SaleType_ConLI | SaleType_ConLw | SaleType_New | SaleType_Oth | SaleType_WD | SaleCondition_AdjLand | SaleCondition_Alloca | SaleCondition_Family | SaleCondition_Normal | SaleCondition_Partial | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 60 | 8450 | 7 | 5 | 2003 | 2003 | 0 | 1710 | 2 | 1 | ... | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 |
| 1 | 20 | 9600 | 6 | 8 | 1976 | 1976 | 0 | 1262 | 2 | 0 | ... | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 |
| 2 | 60 | 11250 | 7 | 5 | 2001 | 2002 | 0 | 1786 | 2 | 1 | ... | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 |
| 3 | 70 | 9550 | 7 | 5 | 1915 | 1970 | 0 | 1717 | 1 | 0 | ... | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 |
| 4 | 60 | 14260 | 8 | 5 | 2000 | 2000 | 0 | 2198 | 2 | 1 | ... | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 |
5 rows × 130 columns
# creating dummy variables for the categorical data
test_features = pd.get_dummies(df_test, drop_first = True)
test_features.head()
| MSSubClass | LotArea | OverallQual | OverallCond | YearBuilt | YearRemodAdd | LowQualFinSF | GrLivArea | FullBath | HalfBath | ... | SaleType_ConLI | SaleType_ConLw | SaleType_New | SaleType_Oth | SaleType_WD | SaleCondition_AdjLand | SaleCondition_Alloca | SaleCondition_Family | SaleCondition_Normal | SaleCondition_Partial | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 20 | 11622 | 5 | 6 | 1961 | 1961 | 0 | 896 | 1 | 0 | ... | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 |
| 1 | 20 | 14267 | 6 | 6 | 1958 | 1958 | 0 | 1329 | 1 | 1 | ... | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 |
| 2 | 60 | 13830 | 5 | 5 | 1997 | 1998 | 0 | 1629 | 2 | 1 | ... | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 |
| 3 | 60 | 9978 | 6 | 6 | 1998 | 1998 | 0 | 1604 | 2 | 1 | ... | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 |
| 4 | 120 | 5005 | 8 | 5 | 1992 | 1992 | 0 | 1280 | 2 | 0 | ... | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 |
5 rows × 130 columns
print('train features shape: ', X.shape)
print('test features shape: ', test_features.shape)
train features shape: (1333, 130) test features shape: (1334, 130)
CREATING VALIDATION DATA AND TRAINING TO TEST THE MODEL BEFORE EVALUATING THE TEST DATASET
X_train, X_test, y_train, y_test = train_test_split(X, Y, test_size = 0.20,
random_state = 42)
# creating an instance of the the randomforest class
regressor = DecisionTreeRegressor(random_state=0)
regressor.fit(X_train, y_train)
DecisionTreeRegressor(random_state=0)
Calculating precision of the model
regressor.score(X_test, y_test)
0.699000281460034
Observations:
parameters={"splitter":["best","random"],
"max_depth" : [1,3,5,7,9,11,12],
"min_samples_leaf":[1,2,3,4,5,6,7,8,9,10],
"min_weight_fraction_leaf":[0.1,0.2,0.3,0.4,0.5,0.6,0.7,0.8,0.9],
"max_features":["auto","log2","sqrt",None],
"max_leaf_nodes":[None,10,20,30,40,50,60,70,80,90]}
tuning_regressor = GridSearchCV(regressor,param_grid=parameters,cv=3,verbose=3)
tuning_regressor.fit(X_train, y_train)
Fitting 3 folds for each of 50400 candidates, totalling 151200 fits [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.480 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.606 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.480 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.606 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.480 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.606 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.480 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.606 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.480 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.606 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.480 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.606 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.480 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.606 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.480 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.606 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.480 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.606 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.480 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.606 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.377 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.596 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.331 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.309 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.416 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.377 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.596 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.331 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.309 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.416 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.377 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.596 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.331 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.309 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.416 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.377 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.596 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.331 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.309 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.416 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.377 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.596 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.331 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.309 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.416 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.377 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.596 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.331 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.309 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.416 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.377 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.596 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.331 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.309 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.416 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.377 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.596 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.331 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.309 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.416 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.377 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.596 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.331 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.309 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.416 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.377 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.596 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.331 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.309 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.416 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.2s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.480 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.606 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.480 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.606 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.480 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.606 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.480 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.606 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.480 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.606 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.480 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.606 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.480 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.606 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.480 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.606 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.480 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.606 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.480 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.606 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.380 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.380 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.380 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.380 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.380 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.380 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.380 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.380 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.380 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.380 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.449 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.597 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.487 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.330 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.282 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.401 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.449 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.597 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.487 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.330 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.282 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.401 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.449 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.597 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.487 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.330 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.282 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.401 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.449 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.597 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.487 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.330 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.282 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.401 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.449 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.597 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.487 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.330 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.282 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.401 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.449 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.597 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.487 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.330 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.282 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.401 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.449 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.597 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.487 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.330 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.282 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.401 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.449 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.597 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.487 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.330 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.282 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.401 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.449 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.597 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.487 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.330 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.282 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.401 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.449 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.597 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.487 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.330 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.282 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.401 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time= 0.0s [CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time= 0.0s [CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time= 0.0s [CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time= 0.0